Title :
A virtual tail model for intelligent vehicle following systems
Author :
Zhang, Xiaomei ; Chen, Weihai ; Liu, Jingmeng ; Zhao, Zhiwen
Author_Institution :
Sch. of Autom. Sci. & Electr. Engneering, Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
Autonomous vehicle following system is a branch research in intelligent vehicle of ITS (Intelligent Transportation System). This paper proposes a virtual tail model for intelligent vehicle following systems, in connection with vehicle smooth trajectory characteristics. We suppose that the leader vehicle has a virtual flexible tail connected to its rear center to follow its movement. The tail is in a straight line status when the leader moves forwards, while the tail is in a curve status when the leader moves in curve. The method enables our autonomous vehicle to follows the estimated trajectory of the virtual tail, which is modelled by predicting from observations of the maneuvers of the leader vehicle. In our system, neither communication links between two vehicles nor the installation of special road infrastructures are needed. We record the leader history poses which the coordinates transfers at each sample time step, referenced to the follower moving coordinate system. We adopt the quadratic for curve fitting, because of only one turn and smooth quanlity. We will show that the virtual tail is more suitable to the leader trajectory. Some experimental results have indicated the validity of the proposed menthod.
Keywords :
automated highways; curve fitting; mobile robots; autonomous vehicle following system; curve fitting; intelligent transportation system; intelligent vehicle following systems; virtual flexible tail; virtual tail model; Curve fitting; History; Intelligent transportation systems; Intelligent vehicles; Mobile robots; Predictive models; Remotely operated vehicles; Road vehicles; Tail; Trajectory; Vehicle following; Virtual Tail; curve fitting;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
Conference_Location :
Taichung
Print_ISBN :
978-1-4244-5045-9
Electronic_ISBN :
978-1-4244-5046-6
DOI :
10.1109/ICIEA.2010.5515509